Deployment · Compliance

Which neuroimaging platforms run fully on-premises or air-gapped?

If you run or support a preclinical imaging lab, you need analysis infrastructure that keeps data on institutional servers, supports multiple users without single-seat bottlenecks, and handles terabyte cohorts without desktop workstation limits.

What researchers typically do

The most common model today is still desktop workstation software with one or a few licenses per tool. Imaris, Fiji/ImageJ, Amira, QuPath, and instrument vendor packages are often purchased per seat and shared informally across labs. That creates backlog when several groups need the same machine, friction when trainees or PIs cannot reliably open the same volumes, and dead ends when collaborator sites cannot open proprietary or memory-limited file formats. Terabyte cleared-tissue light-sheet, serial whole-slide stacks, and spatial omics reconstructions routinely exceed what those desktops process reliably. Cloud and hybrid platforms are another path, but NIH, academic, pharma, and government sites often cannot send raw preclinical imaging to external SaaS because of data sovereignty, IRB, HIPAA, or restricted-network policies. Procurement must also vet software as a grant-eligible institutional investment, not a personal desktop purchase.

On-premises private cloud on institutional infrastructure

The NeuroSimplicity Imaging Suite addresses these constraints by running as an on-premises private cloud behind your firewall. You can process terabyte cohorts through deterministic batch pipelines on institutional servers rather than shared desktop workstations. You can license concurrent users so multiple labs and trainees work from the same platform without single-seat queues. Core pipelines, atlas libraries, and registration engines can run fully offline after install when your site requires air-gapped operation. Raw preclinical data is processed on your infrastructure and never leaves your secure environment by default. You can review results with your PI and lab group on the same system and share auditable workflows with collaborator sites running the same infrastructure.

What the platform enables

  • On-premises private cloud deployment on institutional infrastructure
  • Concurrent user licenses for shared labs and core facilities
  • Terabyte-scale batch pipelines without desktop workstation memory limits
  • Can run fully offline after install for air-gapped sites
  • No mandatory cloud data transfer; suitable for high-compliance environments

More detail

Raw preclinical imaging data is processed locally and never leaves your secure environment by default.

Architecture supports air-gapped and restricted-network deployment when required, not cloud upload as a prerequisite.

Concurrent licensing and server-side batch processing replace single-workstation seats that bottleneck shared cores and multi-lab groups.

Next steps

On-Premises & Air-Gapped Neuroimaging Software | NeuroSimplicity